
'''simple docstring'''

# Imports
import numpy as np






class  A  :





	def __init__(       self      :							Optional[int]   ,				__magic_name__      :							List[str]=None   ,				__magic_name__      :							List[Any]=None   ,				__magic_name__      :							Any=None   ,				__magic_name__      :							Union[str, Any]=None   ,				__magic_name__      :							List[Any]=None				):


				"""simple docstring"""

				self.set_matricies(red=__magic_name__   ,				green=__magic_name__   ,				blue=__magic_name__   ,				red_edge=__magic_name__   ,				nir=__magic_name__				)





	def 				__SCREAMING_SNAKE_CASE	(       self      :							int   ,				__magic_name__      :							Optional[int]=None   ,				__magic_name__      :							Optional[int]=None   ,				__magic_name__      :							Optional[int]=None   ,				__magic_name__      :							Dict=None   ,				__magic_name__      :							Dict=None				):


				"""simple docstring"""

				if red is not None:
							lowerCAmelCase__										=				red
				if green is not None:
							lowerCAmelCase__										=				green
				if blue is not None:
							lowerCAmelCase__										=				blue
				if red_edge is not None:
							lowerCAmelCase__										=				red_edge
				if nir is not None:
							lowerCAmelCase__										=				nir
				return True





	def 				__SCREAMING_SNAKE_CASE	(       self      :							Tuple   ,				__magic_name__      :							List[Any]=""   ,				__magic_name__      :							Any=None   ,				__magic_name__      :							List[Any]=None   ,				__magic_name__      :							Union[str, Any]=None   ,				__magic_name__      :							Optional[int]=None   ,				__magic_name__      :							Optional[int]=None				):


				"""simple docstring"""

				self.set_matricies(red=__magic_name__   ,				green=__magic_name__   ,				blue=__magic_name__   ,				red_edge=__magic_name__   ,				nir=__magic_name__				)
				lowerCAmelCase__										=				{
				    "ARVI2": self.arvaa,
				    "CCCI": self.ccci,
				    "CVI": self.cvi,
				    "GLI": self.gli,
				    "NDVI": self.ndvi,
				    "BNDVI": self.bndvi,
				    "redEdgeNDVI": self.red_edge_ndvi,
				    "GNDVI": self.gndvi,
				    "GBNDVI": self.gbndvi,
				    "GRNDVI": self.grndvi,
				    "RBNDVI": self.rbndvi,
				    "PNDVI": self.pndvi,
				    "ATSAVI": self.atsavi,
				    "BWDRVI": self.bwdrvi,
				    "CIgreen": self.ci_green,
				    "CIrededge": self.ci_rededge,
				    "CI": self.ci,
				    "CTVI": self.ctvi,
				    "GDVI": self.gdvi,
				    "EVI": self.evi,
				    "GEMI": self.gemi,
				    "GOSAVI": self.gosavi,
				    "GSAVI": self.gsavi,
				    "Hue": self.hue,
				    "IVI": self.ivi,
				    "IPVI": self.ipvi,
				    "I": self.i,
				    "RVI": self.rvi,
				    "MRVI": self.mrvi,
				    "MSAVI": self.m_savi,
				    "NormG": self.norm_g,
				    "NormNIR": self.norm_nir,
				    "NormR": self.norm_r,
				    "NGRDI": self.ngrdi,
				    "RI": self.ri,
				    "S": self.s,
				    "IF": self._if,
				    "DVI": self.dvi,
				    "TVI": self.tvi,
				    "NDRE": self.ndre,
				}

				try:
							return funcs[index]()
				except KeyError:
							print("Index not in the list!"				)
							return False





	def 				__SCREAMING_SNAKE_CASE	(       self      :							Dict				):


				"""simple docstring"""

				return -0.18 + (1.17 * ((self.nir - self.red) / (self.nir + self.red)))





	def 				__SCREAMING_SNAKE_CASE	(       self      :							Optional[int]				):


				"""simple docstring"""

				return ((self.nir - self.redEdge) / (self.nir + self.redEdge)) / (
				    (self.nir - self.red) / (self.nir + self.red)
				)





	def 				__SCREAMING_SNAKE_CASE	(       self      :							List[str]				):


				"""simple docstring"""

				return self.nir * (self.red / (self.green**2))





	def 				__SCREAMING_SNAKE_CASE	(       self      :							int				):


				"""simple docstring"""

				return (2 * self.green - self.red - self.blue) / (
				    2 * self.green + self.red + self.blue
				)





	def 				__SCREAMING_SNAKE_CASE	(       self      :							Any				):


				"""simple docstring"""

				return (self.nir - self.red) / (self.nir + self.red)





	def 				__SCREAMING_SNAKE_CASE	(       self      :							int				):


				"""simple docstring"""

				return (self.nir - self.blue) / (self.nir + self.blue)





	def 				__SCREAMING_SNAKE_CASE	(       self      :							List[str]				):


				"""simple docstring"""

				return (self.redEdge - self.red) / (self.redEdge + self.red)





	def 				__SCREAMING_SNAKE_CASE	(       self      :							List[Any]				):


				"""simple docstring"""

				return (self.nir - self.green) / (self.nir + self.green)





	def 				__SCREAMING_SNAKE_CASE	(       self      :							Optional[Any]				):


				"""simple docstring"""

				return (self.nir - (self.green + self.blue)) / (
				    self.nir + (self.green + self.blue)
				)





	def 				__SCREAMING_SNAKE_CASE	(       self      :							List[str]				):


				"""simple docstring"""

				return (self.nir - (self.green + self.red)) / (
				    self.nir + (self.green + self.red)
				)





	def 				__SCREAMING_SNAKE_CASE	(       self      :							int				):


				"""simple docstring"""

				return (self.nir - (self.blue + self.red)) / (self.nir + (self.blue + self.red))





	def 				__SCREAMING_SNAKE_CASE	(       self      :							Union[str, Any]				):


				"""simple docstring"""

				return (self.nir - (self.green + self.red + self.blue)) / (
				    self.nir + (self.green + self.red + self.blue)
				)





	def 				__SCREAMING_SNAKE_CASE	(       self      :							int   ,				__magic_name__      :							int=0.08   ,				__magic_name__      :							Optional[Any]=1.22   ,				__magic_name__      :							Union[str, Any]=0.03				):


				"""simple docstring"""

				return a * (
				    (self.nir - a * self.red - b)
				    / (a * self.nir + self.red - a * b + x * (1 + a**2))
				)





	def 				__SCREAMING_SNAKE_CASE	(       self      :							Any				):


				"""simple docstring"""

				return (0.1 * self.nir - self.blue) / (0.1 * self.nir + self.blue)





	def 				__SCREAMING_SNAKE_CASE	(       self      :							Any				):


				"""simple docstring"""

				return (self.nir / self.green) - 1





	def 				__SCREAMING_SNAKE_CASE	(       self      :							Union[str, Any]				):


				"""simple docstring"""

				return (self.nir / self.redEdge) - 1





	def 				__SCREAMING_SNAKE_CASE	(       self      :							List[str]				):


				"""simple docstring"""

				return (self.red - self.blue) / self.red





	def 				__SCREAMING_SNAKE_CASE	(       self      :							Dict				):


				"""simple docstring"""

				lowerCAmelCase__										=				self.ndvi()
				return ((ndvi + 0.5) / (abs(ndvi + 0.5				))) * (abs(ndvi + 0.5				) ** (1 / 2))





	def 				__SCREAMING_SNAKE_CASE	(       self      :							str				):


				"""simple docstring"""

				return self.nir - self.green





	def 				__SCREAMING_SNAKE_CASE	(       self      :							int				):


				"""simple docstring"""

				return 2.5 * (
				    (self.nir - self.red) / (self.nir + 6 * self.red - 7.5 * self.blue + 1)
				)





	def 				__SCREAMING_SNAKE_CASE	(       self      :							Tuple				):


				"""simple docstring"""

				lowerCAmelCase__										=				(2 * (self.nir**2 - self.red**2) + 1.5 * self.nir + 0.5 * self.red) / (
				    self.nir + self.red + 0.5
				)
				return n * (1 - 0.25 * n) - (self.red - 0.125) / (1 - self.red)





	def 				__SCREAMING_SNAKE_CASE	(       self      :							Tuple   ,				__magic_name__      :							Any=0.16				):


				"""simple docstring"""

				return (self.nir - self.green) / (self.nir + self.green + y)





	def 				__SCREAMING_SNAKE_CASE	(       self      :							Any   ,				__magic_name__      :							Any=0.5				):


				"""simple docstring"""

				return ((self.nir - self.green) / (self.nir + self.green + n)) * (1 + n)





	def 				__SCREAMING_SNAKE_CASE	(       self      :							int				):


				"""simple docstring"""

				return np.arctan(
				    ((2 * self.red - self.green - self.blue) / 30.5) * (self.green - self.blue)				)





	def 				__SCREAMING_SNAKE_CASE	(       self      :							List[str]   ,				__magic_name__      :							Tuple=None   ,				__magic_name__      :							Union[str, Any]=None				):


				"""simple docstring"""

				return (self.nir - b) / (a * self.red)





	def 				__SCREAMING_SNAKE_CASE	(       self      :							List[str]				):


				"""simple docstring"""

				return (self.nir / ((self.nir + self.red) / 2)) * (self.ndvi() + 1)





	def 				__SCREAMING_SNAKE_CASE	(       self      :							List[str]				):


				"""simple docstring"""

				return (self.red + self.green + self.blue) / 30.5





	def 				__SCREAMING_SNAKE_CASE	(       self      :							List[str]				):


				"""simple docstring"""

				return self.nir / self.red





	def 				__SCREAMING_SNAKE_CASE	(       self      :							Union[str, Any]				):


				"""simple docstring"""

				return (self.rvi() - 1) / (self.rvi() + 1)





	def 				__SCREAMING_SNAKE_CASE	(       self      :							Dict				):


				"""simple docstring"""

				return (
				    (2 * self.nir + 1)
				    - ((2 * self.nir + 1) ** 2 - 8 * (self.nir - self.red)) ** (1 / 2)
				) / 2





	def 				__SCREAMING_SNAKE_CASE	(       self      :							int				):


				"""simple docstring"""

				return self.green / (self.nir + self.red + self.green)





	def 				__SCREAMING_SNAKE_CASE	(       self      :							Optional[Any]				):


				"""simple docstring"""

				return self.nir / (self.nir + self.red + self.green)





	def 				__SCREAMING_SNAKE_CASE	(       self      :							int				):


				"""simple docstring"""

				return self.red / (self.nir + self.red + self.green)





	def 				__SCREAMING_SNAKE_CASE	(       self      :							List[str]				):


				"""simple docstring"""

				return (self.green - self.red) / (self.green + self.red)





	def 				__SCREAMING_SNAKE_CASE	(       self      :							List[str]				):


				"""simple docstring"""

				return (self.red - self.green) / (self.red + self.green)





	def 				__SCREAMING_SNAKE_CASE	(       self      :							Optional[Any]				):


				"""simple docstring"""

				lowerCAmelCase__										=				np.max([np.max(self.red				), np.max(self.green				), np.max(self.blue				)]				)
				lowerCAmelCase__										=				np.min([np.min(self.red				), np.min(self.green				), np.min(self.blue				)]				)
				return (max_value - min_value) / max_value





	def 				__SCREAMING_SNAKE_CASE	(       self      :							Any				):


				"""simple docstring"""

				return (2 * self.red - self.green - self.blue) / (self.green - self.blue)





	def 				__SCREAMING_SNAKE_CASE	(       self      :							Optional[Any]				):


				"""simple docstring"""

				return self.nir / self.red





	def 				__SCREAMING_SNAKE_CASE	(       self      :							Optional[int]				):


				"""simple docstring"""

				return (self.ndvi() + 0.5) ** (1 / 2)







	def 				__SCREAMING_SNAKE_CASE	(       self      :							str				):


				"""simple docstring"""

				return (self.nir - self.redEdge) / (self.nir + self.redEdge)









'''simple docstring'''


import math







def      snake_case_  (    SCREAMING_SNAKE_CASE__	):







				"""simple docstring"""





				assert isinstance(SCREAMING_SNAKE_CASE__				, SCREAMING_SNAKE_CASE__	) and (
				    number >= 0
				), "'number' must been an int and positive"

				if 1 < number < 4:
								# 2 and 3 are primes
								return True
				elif number < 2 or not number % 2:
								# Negatives, 0, 1 and all even numbers are not primes
								return False

				_SCREAMING_SNAKE_CASE					:			List[str]							= range(3				, int(math.sqrt(SCREAMING_SNAKE_CASE__	) + 1	)				, 2	)
				return not any(not number % i for i in odd_numbers	)







def      snake_case_  (    SCREAMING_SNAKE_CASE__				, SCREAMING_SNAKE_CASE__=1				, **SCREAMING_SNAKE_CASE__	):







				"""simple docstring"""





				_SCREAMING_SNAKE_CASE					:			Dict							= factor * value
				_SCREAMING_SNAKE_CASE					:			Optional[Any]							= value

				while not is_prime(SCREAMING_SNAKE_CASE__	):
								value += 1 if not ("desc" in kwargs and kwargs["desc"] is True) else -1

				if value == first_value_val:
								return next_prime(value + 1				, **SCREAMING_SNAKE_CASE__	)
				return value




